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  • πŸ‘‹ Hi, I’m Shreyas
  • πŸ‘€ I’m interested in MLOps
  • 🌱 I’m currently learning Terraform
  • πŸ’žοΈ I’m looking to collaborate on MLOps projects
  • πŸ“« How to reach me [email protected]

Shreyas Somashekar's Projects

leetcode icon leetcode

(229 / 280) [δΈ­ζ–‡|English] Solutions and notes of LEETCODE using C++/Java/Python/Sql/Shell Script.

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

object-detection-with-deep-learning-and-sliding-window icon object-detection-with-deep-learning-and-sliding-window

Introduces an approach for object detection in an image with sliding window. The repository contains three files, make_data.py reads the image in gray scale and converts the image into a numpy array. The labels are also appended based on the file name. In this case, if the file name starts with "trn", then 1 is appended else 0. Finally, all the images and labels are saved into .npy file. The test-model-1.py file loads the images and converts the labels into two categories as we are doing binary classification of images. The model is built using keras with theano as backend. In this case, the best training accuracy was 80% since the data was just 500 images and the testing accuracy was 67%

ps-sidecar icon ps-sidecar

Simple HTML config used for K8s sidecar demos in Pluralsight vols and multi-container Pods video course

tensorflow-reference-codes icon tensorflow-reference-codes

This repository contains references for implementing tensorflow for various machine learning and deep learning algorithms

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